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SciForge is an open-source, AI-native multimodal workbench for scientific discovery that integrates search, reasoning, workflow execution, and evidence governance, demonstrated through eight end-to-end use cases including gene discovery and protein design.
This article introduces the open-source AI research workbench OpenScience (YC-incubated), which serves as a free alternative to Claude Science, supports multiple model switching, comes with over 290 research skill packages and 30+ scientific databases, and can automate the entire research workflow. It also mentions Anthropic's official open-source Claude Cookbooks tutorial collection.
Anthropic has launched Claude Science, an AI workbench for scientists with over 60 built-in research skills. It supports local deployment and HPC clusters, and can autonomously draft computing tasks and review results.
Claude Science, an AI workbench for scientists developed by Anthropic, is now available.
Anthropic launched Claude Science, an AI workbench that provides scientists with a unified environment for computational research, including connections to over 60 databases and prebuilt toolkits, without introducing a new AI model.
DeepSeek cache hit up to 95%, Maka desktop AI workstation performs excellently in long-context tasks, supports multiple models and tools, open source and local-first.
Maka is a local-first desktop AI workbench whose new feature allows agents to automatically optimize their own system prompts by generating variants, using Harbor container evaluation, and an acceptance policy for iterative improvement, all without human intervention.
This article provides a comprehensive beginner's guide to Codex, introducing its 6-layer capability framework (workspace, rules, execution, data entry, verification operations, reuse layer), helping users understand how to build workflows from scratch, including project organization, pattern selection, data access, and process automation.